Thinking
demand sensing
All articles tagged with "demand sensing".
Operational workflow improvement
Inventory Decisions Under Uncertainty: When AI Forecasts Conflict With Safety Stock Rules
Deploying demand sensing AI without retiring legacy safety stock policies creates a hidden cost: dual everyday work. Inventory planners second-guess AI recommendations, override autonomous reorder points, and maintain manual guardrails 'just in case.' This article quantifies the cost of running both systems, explains why most deployments fail at the governance layer, and outlines the workflow clarity required to let one system own inventory decisions.
Platform capabilities and technical insights
Market Sensing Intelligence: Reading Weak Signals Before Competitors
Quarterly forecasts miss demand shifts that happen in days. Demand sensing uses real-time weak signals—POS data, supply disruptions, social trends—to detect changes 24-72 hours before they appear in historical patterns. For mid-market distributors managing volatile categories, this decision speed translates directly into margin capture and stockout reduction.